ABSTRACT
The COVID-19 pandemic is driven by Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2) that emerged in 2019 and quickly spread worldwide. Genomic surveillance has become the gold standard methodology used to monitor and study this fast-spreading virus and its constantly emerging lineages. The current deluge of SARS-CoV-2 genomic data generated worldwide has put additional pressure on the urgent need for streamlined bioinformatics workflows. Here, we describe a workflow developed by our group to process and analyze large-scale SARS-CoV-2 Illumina amplicon sequencing data. This workflow automates all steps of SARS-CoV-2 reference-based genomic analysis: data processing, genome assembly, PANGO lineage assignment, mutation analysis and the screening of intrahost variants. The pipeline is capable of processing a batch of around 100 samples in less than half an hour on a personal laptop or in less than five minutes on a server with 50 threads. The workflow presented here is available through Docker or Singularity images, allowing for implementation on laptops for small-scale analyses or on high processing capacity servers or clusters. Moreover, the low requirements for memory and CPU cores and the standardized results provided by ViralFlow highlight it as a versatile tool for SARS-CoV-2 genomic analysis.
Subject(s)
Automation, Laboratory/methods , Genome, Viral , Mutation , SARS-CoV-2/classification , SARS-CoV-2/genetics , Workflow , Computational Biology/instrumentation , Computational Biology/methods , Genomics/instrumentation , Genomics/methods , Humans , Phylogeny , Spike Glycoprotein, Coronavirus/genetics , Virus Assembly/geneticsABSTRACT
Designer virus-inspired proteins drive the manufacturing of more effective, safer gene-delivery systems and simpler models to study viral assembly. However, self-assembly of engineered viromimetic proteins on specific nucleic acid templates, a distinctive viral property, has proved difficult. Inspired by viral packaging signals, we harness the programmability of CRISPR-Cas12a to direct the nucleation and growth of a self-assembling synthetic polypeptide into virus-like particles (VLP) on specific DNA molecules. Positioning up to ten nuclease-dead Cas12a (dCas12a) proteins along a 48.5 kbp DNA template triggers particle growth and full DNA encapsidation at limiting polypeptide concentrations. Particle growth rate is further increased when dCas12a is dimerized with a polymerization silk-like domain. Such improved self-assembly efficiency allows for discrimination between cognate versus noncognate DNA templates by the synthetic polypeptide. CRISPR-guided VLPs will help to develop programmable bioinspired nanomaterials with applications in biotechnology as well as viromimetic scaffolds to improve our understanding of viral self-assembly.
Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats , Virion , DNA , Nucleocapsid , Virus Assembly/geneticsABSTRACT
Capsid proteins often present a positively charged arginine-rich sequence at their terminal regions, which has a fundamental role in genome packaging and particle stability for some icosahedral viruses. These sequences show little to no conservation and are structurally dynamic such that they cannot be easily detected by common sequence or structure comparisons. As a result, the occurrence and distribution of positively charged domains across the viral universe are unknown. Based on the net charge calculation of discrete protein segments, we identified proteins containing amino acid stretches with a notably high net charge (Q > + 17), which are enriched in icosahedral viruses with a distinctive bias towards arginine over lysine. We used viral particle structural data to calculate the total electrostatic charge derived from the most positively charged protein segment of capsid proteins and correlated these values with genome charges arising from the phosphates of each nucleotide. We obtained a positive correlation (r = 0.91, p-value <0001) for a group of 17 viral families, corresponding to 40% of all families with icosahedral structures described to date. These data indicated that unrelated viruses with diverse genome types adopt a common underlying mechanism for capsid assembly based on R-arms.
Subject(s)
Capsid Proteins/metabolism , Genome, Viral , Nucleic Acids/metabolism , Viral Proteins/metabolism , Viruses/genetics , Viruses/metabolism , Amino Acid Sequence , Nucleotides/metabolism , Phosphates/metabolism , Protein Domains , Static Electricity , Virion/metabolism , Virus Assembly/geneticsABSTRACT
The viral capsid is a macromolecular complex formed by a defined number of self-assembled proteins, which, in many cases, are biopolymers with an identical amino acid sequence. Specific protein-protein interactions (PPI) drive the capsid self-assembly process, leading to several distinct protein interfaces. Following the PPI hot spot hypothesis, we present a conservation-based methodology to identify those interface residues hypothesized to be crucial elements on the self-assembly and thermodynamic stability of the capsid. We validate the predictions through a rigorous physical framework which integrates molecular dynamics simulations and free energy calculations by Umbrella sampling and the potential of mean force using an all-atom molecular representation of the capsid proteins of an icosahedral virus in an explicit solvent. Our results show that a single mutation in any of the structure-conserved hot spots significantly perturbs the quaternary protein-protein interaction, decreasing the absolute value of the binding free energy, without altering the protein's secondary nor tertiary structure. Our conservation-based hot spot prediction methodology can lead to strategies to rationally modulate the capsid's thermodynamic properties.
Subject(s)
Capsid Proteins/genetics , Capsid/physiology , Virus Assembly/genetics , Virus Assembly/physiology , Amino Acid Sequence , Molecular Dynamics Simulation , Mutation/genetics , Protein Binding/genetics , Protein Binding/physiology , Protein Conformation , Protein Interaction Maps/genetics , Protein Interaction Maps/physiology , ThermodynamicsABSTRACT
Virus-like particles (VLPs) are being used for therapeutic developments such as vaccines and drug nanocarriers. Among these, plant virus capsids are gaining interest for the formation of VLPs because they can be safely handled and are noncytotoxic. A paradigm in virology, however, is that plant viruses cannot transfect and deliver directly their genetic material or other cargos into mammalian cells. In this work, we prepared VLPs with the CCMV capsid and the mRNA-EGFP as a cargo and reporter gene. We show, for the first time, that these plant virus-based VLPs are capable of directly transfecting different eukaryotic cell lines, without the aid of any transfecting adjuvant, and delivering their nucleic acid for translation as observed by the presence of fluorescent protein. Our results show that the CCMV capsid is a good noncytotoxic container for genome delivery into mammalian cells.
Subject(s)
Bromovirus/genetics , Gene Transfer Techniques , Plant Viruses/genetics , Vaccines, Virus-Like Particle/genetics , Animals , Capsid Proteins/genetics , Cell Line , Eukaryotic Cells/virology , Genes, Reporter/genetics , Green Fluorescent Proteins/genetics , HeLa Cells , Humans , Transfection/methods , Virus Assembly/geneticsABSTRACT
The expression of several structural proteins from a wide variety of viruses in heterologous cell culture systems results in the formation of virus-like particles (VLPs). These VLPs structurally resemble the wild-type virus particles and have been used to study viral assembly process and as antigens for diagnosis and/or vaccine development. Tomato blistering mosaic virus (ToBMV) is a tymovirus that has a 6.3-kb positive-sense ssRNA genome. We have employed the baculovirus expression vector system (BEVS) for the production of tymovirus-like particles (tVLPs) in insect cells. Two recombinant baculoviruses containing the ToBMV wild-type coat protein (CP) gene or a modified short amino-terminal deletion (Δ2-24CP) variant were constructed and used to infect insect cells. Both recombinant viruses were able to express ToBMV CP and Δ2-24CP from infected insect cells that self-assembled into tVLPs. Therefore, the N-terminal residues (2-24) of the native ToBMV CP were shown not to be essential for self-assembly of tVLPs. We also constructed a third recombinant baculovirus containing a small sequence coding for the major epitope of the chikungunya virus (CHIKV) envelope protein 2 (E2) replacing the native CP N-terminal 2-24 amino acids. This recombinant virus also produced tVLPs. In summary, ToBMV VLPs can be produced in a baculovirus/insect cell heterologous expression system, and the N-terminal residues 2-24 of the CP are not essential for this assembly, allowing its potential use as a protein carrier that facilitates antigen purification and might be used for diagnosis.
Subject(s)
Baculoviridae/genetics , Capsid Proteins/biosynthesis , Tymovirus/growth & development , Tymovirus/genetics , Viral Envelope Proteins/biosynthesis , Virus Assembly/genetics , Animals , Capsid Proteins/genetics , Cell Line , Chikungunya virus/genetics , Gene Expression/genetics , Solanum lycopersicum/virology , Moths/cytology , Viral Envelope Proteins/geneticsABSTRACT
The packaging of genomic RNA in positive-sense single-stranded RNA viruses is a key part of the viral infectious cycle, yet this step is not fully understood. Unlike double-stranded DNA and RNA viruses, this process is coupled with nucleocapsid assembly. The specificity of RNA packaging depends on multiple factors: (i) one or more packaging signals, (ii) RNA replication, (iii) translation, (iv) viral factories, and (v) the physical properties of the RNA. The relative contribution of each of these factors to packaging specificity is different for every virus. In vitro and in vivo data show that there are different packaging mechanisms that control selective packaging of the genomic RNA during nucleocapsid assembly. The goals of this article are to explain some of the key experiments that support the contribution of these factors to packaging selectivity and to draw a general scenario that could help us move towards a better understanding of this step of the viral infectious cycle.
Subject(s)
Genome, Viral , Nucleocapsid/genetics , RNA Viruses/genetics , RNA, Viral/genetics , Virus Assembly/genetics , Capsid Proteins/genetics , Virion/geneticsABSTRACT
INTRODUCTION: Pseudo-infectious yellow fever viral particles (YFV-PIVs) have been used to study vaccines and viral packaging. Here, we report the development of a packaging cell line, which expresses the YFV prM/E proteins. METHODS: HEK293 cells were transfected with YFV prM/E and C (84 nt) genes to generate HEK293-YFV-PrM/E-opt. The cells were evaluated for their ability to express the heterologous proteins and to package the replicon repYFV-17D-LucIRES, generating YFV-PIVs. RESULTS: The expression of prM/E proteins was confirmed, and the cell line trans-packaged the replicon for recovery of a reporter for the YFV-PIVs. CONCLUSIONS: HEK293-YFV-prM/E-opt trans-packaging capacity demonstrates its possible biotechnology application.
Subject(s)
Vaccines, Virus-Like Particle/immunology , Virus Assembly/immunology , Virus Replication/immunology , Yellow fever virus/immunology , Flow Cytometry , Fluorescent Antibody Technique, Indirect , Green Fluorescent Proteins , HEK293 Cells , Humans , Vaccines, Virus-Like Particle/genetics , Virus Assembly/genetics , Virus Replication/genetics , Yellow fever virus/geneticsABSTRACT
Abstract INTRODUCTION: Pseudo-infectious yellow fever viral particles (YFV-PIVs) have been used to study vaccines and viral packaging. Here, we report the development of a packaging cell line, which expresses the YFV prM/E proteins. METHODS: HEK293 cells were transfected with YFV prM/E and C (84 nt) genes to generate HEK293-YFV-PrM/E-opt. The cells were evaluated for their ability to express the heterologous proteins and to package the replicon repYFV-17D-LucIRES, generating YFV-PIVs. RESULTS: The expression of prM/E proteins was confirmed, and the cell line trans-packaged the replicon for recovery of a reporter for the YFV-PIVs. CONCLUSIONS: HEK293-YFV-prM/E-opt trans-packaging capacity demonstrates its possible biotechnology application.
Subject(s)
Humans , Virus Replication/immunology , Yellow fever virus/immunology , Virus Assembly/immunology , Vaccines, Virus-Like Particle/immunology , Virus Replication/genetics , Yellow fever virus/genetics , Virus Assembly/genetics , Fluorescent Antibody Technique, Indirect , Green Fluorescent Proteins , HEK293 Cells , Vaccines, Virus-Like Particle/genetics , Flow CytometryABSTRACT
Chronic infection with HCV is a leading cause of cirrhosis, hepatocellular carcinoma and liver failure. One of the least understood steps in the HCV life cycle is the morphogenesis of new viral particles. HCV infection alters the lipid metabolism and generates a variety of microenvironments in the cell cytoplasm that protect viral proteins and RNA promoting viral replication and assembly. Lipid droplets (LDs) have been proposed to link viral RNA synthesis and virion assembly by physically associating these viral processes. HCV assembly, envelopment, and maturation have been shown to take place at specialized detergent-resistant membranes in the ER, rich in cholesterol and sphingolipids, supporting the synthesis of luminal LDs-containing ApoE. HCV assembly involves a regulated allocation of viral and host factors to viral assembly sites. Then, virus budding takes place through encapsidation of the HCV genome and viral envelopment in the ER. Interaction of ApoE with envelope proteins supports the viral particle acquisition of lipids and maturation. HCV secretion has been suggested to entail the ion channel activity of viral p7, several components of the classical trafficking and autophagy pathways, ESCRT, and exosome-mediated export of viral RNA. Here, we review the most recent advances in virus morphogenesis and the interplay between viral and host factors required for the formation of HCV virions.
Subject(s)
Hepacivirus/ultrastructure , Hepatitis C/virology , Virion/ultrastructure , Virus Assembly/genetics , Genome, Viral , Hepacivirus/genetics , Hepatitis C/genetics , Humans , Lipid Droplets/metabolism , RNA, Viral/genetics , Virion/genetics , Virus Replication/geneticsABSTRACT
The Gag polyprotein of feline immunodeficiency virus (FIV) assembles at the plasma membrane of the infected cells. We aimed to identify the FIV Gag domains that interact and promote Gag multimerization. To do this we generated a series of Gag subdomains and tested their ability to associate with full-length Gag and be recruited into extracellular virus-like particles (VLPs). Removal of 37 residues from the C-terminus of FIV Gag and deletion of the N-terminal and central regions of the nucleocapsid (NC) domain attenuated but did not abrogate association with wild-type Gag, whereas a Gag mutant protein encompassing the matrix (MA) and capsid (CA) domains interacted poorly with full-length Gag. Association with wild-type Gag was abolished by deleting most of the NC together with the N-terminal 40 residues of the MA, which most likely reflects the inability of this Gag mutant to bind RNA. Notably, the CA-NC Gag subdomain both associated with wild-type Gag and was recruited into particles in a proportion close to 50â% of the total Gag-related protein mass of VLPs. Moreover, both a Gag protein lacking the C-terminal p2 peptide and a nonmyristoylated version of the polyprotein exhibited a transdominant-negative effect on the assembly of wild-type Gag. Analysis of Gag mutants carrying internal deletions within the CA revealed that the N-terminal and the C-terminal domains of the CA are necessary for Gag assembly. Our results demonstrate that the FIV CA-NC region constitutes the principal self-interaction domain of Gag and that the RNA-binding capacity of Gag is necessary for its multimerization.
Subject(s)
Gene Products, gag/genetics , Immunodeficiency Virus, Feline/genetics , Protein Multimerization/genetics , Amino Acid Sequence , Animals , Binding Sites/genetics , COS Cells , Capsid/metabolism , Capsid Proteins/genetics , Cell Line , Cell Membrane/virology , Chlorocebus aethiops , Gene Products, gag/biosynthesis , Gene Products, gag/metabolism , Immunodeficiency Virus, Feline/pathogenicity , Molecular Sequence Data , Nucleocapsid/genetics , Protein Binding/genetics , Protein Structure, Tertiary/genetics , RNA-Binding Proteins/genetics , Rats , Sequence Alignment , Vaccinia virus/genetics , Vaccinia virus/pathogenicity , Viral Matrix Proteins/genetics , Virus Assembly/geneticsABSTRACT
UNLABELLED: The arenavirus nucleoprotein (NP) is the main protein component of viral nucleocapsids and is strictly required for viral genome replication mediated by the L polymerase. Homo-oligomerization of NP is presumed to play an important role in nucleocapsid assembly, albeit the underlying mechanism and the relevance of NP-NP interaction in nucleocapsid activity are still poorly understood. Here, we evaluate the contribution of the New World Tacaribe virus (TCRV) NP self-interaction to nucleocapsid functional activity. We show that alanine substitution of N-terminal residues predicted to be available for NP-NP interaction strongly affected NP self-association, as determined by coimmunoprecipitation assays, produced a drastic inhibition of transcription and replication of a TCRV minigenome RNA, and impaired NP binding to RNA. Mutagenesis and functional analysis also revealed that, while dispensable for NP self-interaction, key amino acids at the C-terminal domain were essential for RNA synthesis. Furthermore, mutations at these C-terminal residues rendered NP unable to bind RNA both in vivo and in vitro but had no effect on the interaction with the L polymerase. In addition, while all oligomerization-defective variants tested exhibited unaltered capacities to sustain NP-L interaction, NP deletion mutants were fully incompetent to bind L, suggesting that, whereas NP self-association is dispensable, the integrity of both the N-terminal and C-terminal domains is required for binding the L polymerase. Overall, our results suggest that NP self-interaction mediated by the N-terminal domain may play a critical role in TCRV nucleocapsid assembly and activity and that the C-terminal domain of NP is implicated in RNA binding. IMPORTANCE: The mechanism of arenavirus functional nucleocapsid assembly is still poorly understood. No detailed information is available on the nucleocapsid structure, and the regions of full-length NP involved in binding to viral RNA remain to be determined. In this report, novel findings are provided on critical interactions between the viral ribonucleoprotein components. We identify several amino acid residues in both the N-terminal and C-terminal domains of TCRV NP that differentially contribute to NP-NP and NP-RNA interactions and analyze their relevance for binding of NP to the L polymerase and for nucleocapsid activity. Our results provide insight into the contribution of NP self-interaction to RNP assembly and activity and reveal the involvement of the NP C-terminal domain in RNA binding.
Subject(s)
Arenaviruses, New World/metabolism , Gene Expression Regulation, Viral/genetics , Models, Molecular , Nucleocapsid/physiology , Nucleoproteins/metabolism , RNA, Viral/metabolism , Virus Assembly/physiology , Arenaviruses, New World/genetics , Base Sequence , Blotting, Northern , Blotting, Western , Computational Biology , DNA-Directed RNA Polymerases/metabolism , Immunoprecipitation , Molecular Sequence Data , Mutagenesis , Nucleocapsid/metabolism , Nucleoproteins/genetics , Plasmids/genetics , RNA, Viral/biosynthesis , Sequence Analysis, DNA , Virus Assembly/geneticsABSTRACT
Activation of the transcription factor signal transducer and activator of transcription 5b (STAT5b) is a key event in the development of asthma. The potent ability of small interfering RNA (siRNA) to inhibit the expression of STAT5b mRNA has provided a new class of therapeutics for asthma. However, efficient delivery of siRNAs remains a key obstacle to their successful application. A targeted intracellular delivery approach for siRNA to specific cell types would be highly desirable. We used packaging RNA (pRNA), a component of the bacteriophage phi29-packaging motor, to deliver STAT5b siRNA to asthmatic spleen lymphocytes. This pRNA was able to spontaneously carry siRNA/STAT5b and aptamer/CD4, which is a ligand to CD4 molecule. Based on RT-PCR data, the pRNA dimer effectively inhibited STAT5b gene mRNA expression of asthmatic spleen lymphocytes, without the need for additional transfections. We conclude that the pRNA dimer carrying both siRNA and aptamer can deliver functional siRNA to cells; possibly, the aptamer acts as a ligand to interact with specific receptors. The pRNAs were evaluated with a CCK-8 kit and were found to have little cytotoxicity. We conclude that pRNA as a novel nanovehicle for RNA worth further study.
Subject(s)
Asthma/genetics , Bacillus Phages/genetics , Gene Silencing , Nanoparticles/chemistry , RNA, Viral/metabolism , STAT5 Transcription Factor/genetics , Virus Assembly/genetics , Animals , Asthma/pathology , Base Sequence , Cell Death , Dimerization , Female , Lung/pathology , Mice , Mice, Inbred BALB C , Molecular Sequence Data , Nucleic Acid Conformation , RNA, Small Interfering/metabolism , RNA, Viral/chemistry , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction , SincalideABSTRACT
To gain a better understanding of the assembly process in simian immunodeficiency virus (SIV), we first established the conditions under which recombinant SIV Gag lacking the C-terminal p6 domain (SIV GagΔp6) assembled in vitro into spherical particles. Based on the full multimerization capacity of SIV GagΔp6, and to identify the Gag sequences involved in homotypic interactions, we next developed a pull-down assay in which a panel of histidine-tagged SIV Gag truncation mutants was tested for its ability to associate in vitro with GST-SIVGagΔp6. Removal of the nucleocapsid (NC) domain from Gag impaired its ability to interact with GST-SIVGagΔp6. However, this Gag mutant consisting of the matrix (MA) and capsid (CA) domains still retained 50% of the wild-type binding activity. Truncation of SIV Gag from its N-terminus yielded markedly different results. The Gag region consisting of the CA and NC was significantly more efficient than wild-type Gag at interacting in vitro with GST-SIVGagΔp6. Notably, a small Gag subdomain containing the C-terminal third of the CA and the entire NC not only bound to GST-SIVGagΔp6 in vitro at wild-type levels, but also associated in vivo with full-length Gag and was recruited into extracellular particles. Interestingly, when the mature Gag products were analyzed, the MA and NC interacted with GST-SIVGagΔp6 with efficiencies representing 20% and 40%, respectively, of the wild-type value, whereas the CA failed to bind to GST-SIVGagΔp6, despite being capable of self-associating into multimeric complexes.